| name | sidix-research |
| description | Invoke SIDIX brain via /agent/chat_holistic untuk multi-source research (jurus seribu bayangan). Pakai saat butuh insight kompleks dari multiple perspective sebelum eksekusi sprint atau diskusi visi. |
SIDIX Research Skill
SIDIX brain punya endpoint /agent/chat_holistic yang fan-out paralel ke web + corpus + dense_index + 5-persona research + tools. Output = synthesis ringkas dengan attribution.
Pakai ini untuk:
- Riset visi besar bos sebelum eksekusi sprint
- Cross-check decision dengan SIDIX corpus + web sources
- Multi-perspective insight (5 persona angle simultan)
- Self-eating dogfood: SIDIX bantu bangun SIDIX (Phase 1 Self-Bootstrap)
Cara Pakai
User: /sidix-research [pertanyaan kompleks]
Saya invoke via Bash:
ssh sidix-vps "curl -s --max-time 200 -X POST http://localhost:8765/agent/chat_holistic \
-H 'Content-Type: application/json' \
-d '{\"question\":\"[QUERY]\"}' \
-o /tmp/sidix_research.json && \
python3 -c 'import json; d=json.load(open(\"/tmp/sidix_research.json\")); \
print(d.get(\"answer\",\"\")[:2000]); \
print(); print(\"sources_used:\", d.get(\"sources_used\")); \
print(\"latency:\", d.get(\"duration_ms\"))'"
(Atau langsung curl kalau VPS access dari local Claude Code working directory.)
Output Yang Diberikan ke User
- Answer synthesis (max 2000 char)
- Sources used (yang berhasil)
- Latency
- Note tentang RunPod state kalau ada error
Kapan Dipakai
✅ Pakai saat:
- Visi kompleks butuh multi-perspective (5 persona)
- Sprint planning yang butuh research backing
- Cross-verify klaim sebelum dokumentasi
⊘ Skip saat:
- Pertanyaan simple yang Claude Code bisa jawab langsung dengan grep/read
- Pertanyaan tentang state proyek (pakai
/sidix-state)
- Pertanyaan teknis tentang implementation detail (baca code)
Cost Awareness
Per call ~30-130s + RunPod compute. Tidak boros — pakai saat genuine multi-perspective needed.
Reference
apps/brain_qa/brain_qa/multi_source_orchestrator.py (Sprint Α)apps/brain_qa/brain_qa/cognitive_synthesizer.py- Endpoint:
https://ctrl.sidixlab.com/agent/chat_holistic
